Advancing high-performance workloads
Guide to high-performance computing
Accelerate your high-performance computing projects with our guide. Learn all about HPC cluster deployment, schedulers and workloads.
Scania simplifies HPC cluster deployments
Scania uses Juju and Charms to deploy SLURM, a popular scheduler for HPC workloads. Find out how they simplify installation, operations, and application integration.
A new world of possibilities
Aerospace and aviation
Complex multiphysics computations through CFD
HPC is used for a variety of purposes in the aerospace industry. From optimising aircraft design to turbine flow using complex multiphysics computations such as fluid dynamics, to structural and thermal simulations, and electromagnetic analysis - all requiring large scale clusters.
These complex multiphysics computations also drive an increased need for VDI resources.
Simulating future food systems
HPC solutions drive discoveries in plague control, pesticide design, and the analysis of pesticide effects for increased efficiency in the agricultural sector. Plant growth simulations help reduce the number of field trials needed, speeding up optimisation.
Climate data is used to better understand the impacts of water and climate conditions on agriculture.
Data from sensors, drones, and satellite imagery is analysed with AI/ML or HPDA to improve anything from crop yield prediction to life stock health.
Improved efficiency through simulations
Automotive companies are optimising vehicle design through multiphysics simulations, such as using computational fluid dynamics to analyse airflow or wind resistance. Other use cases include simulating the performance of individual parts of a vehicle and how they respond to stress, or simulating manufacturing optimisations. All of these drive a huge need for large-scale high-performance computing clusters.
Large-scale simulation and machine learning clusters also power up training and safety validation for autonomous vehicles.
Data is being used for anything from fault detection to fleet management, all requiring solutions such as HPDA and AI/ML.
VDI enables the creation of models through computer-aided design and the visualisation of complex multiphysics simulations.
Banking and finance
Minimising risk with Monte Carlo simulations
The financial services industry uses simulations such as Monte Carlo to analyse multiple possible outcomes for improved decision-making. High performance computing clusters also power up risk analyses and fraud detection and protection.
HPC is helping banks deliver improved compliance and portfolio management.
Improved building safety and materials through simulations
Construction companies can build safer, more efficient and cost-effective structures thanks to fire and smoke simulations, powered by HPC. Complex multiphysics simulations are enabling the industry to create improved materials.
Data can be collected at a faster rate using in-structure sensors and imagery to assess and predict structural conditions. All of this can be analysed using HPDA and AI/ML solutions on a large-scale.
Defence and security
Simulations that improve safety
Complex multiphysics simulations can optimise the efficiency of defence solutions and simulate the decommissioning of nuclear components for improved safety.
Efficient production and design
The design and manufacturing of electrical components require complex computations. HPC enables electronics manufacturers to simulate electrical flows and temperature, allowing for both efficient design in terms of materials and effective management of heat dissipation.
Energy and utilities
Discovery and processing
The time to leverage HPC in energy is now.
HPC can be used to analyse seismic data or data produced by geophones. This allows exploration teams to get an understanding of the underlying geological area, allowing for the discovery of previously hidden natural resources.
Complex chemical processes are then required to refine these resources into useful products. This complexity requires the use of chemistry simulations.
Increased safety and understanding
HPC can level-up how governments decommission materials, engage in large-scale infrastructure projects and analyse census information, among many other use cases.
National laboratories are using HPC to drive discovery in nuclear power, nuclear fusion, renewable energy, nanotechnology and space exploration.
Healthcare and pharmaceuticals
Cancer detection and protein folding
Digital twins are being used to great effect by healthcare and pharmaceutical organisations, for anything from simulating the effects of drug uptake on vital organs to simulating brain functions or blood flow.
Simulations are also valuable to develop and test medical prosthetics.
Complex algorithms can enable a better understanding of the underlying chemical processes behind life, leading to breakthrough medical discoveries.
Cancer detection and growth analyses are made possible through machine-learning and image analysis.
Genome sequencing and protein folding
HPC is opening new doors for genome sequencing. It can help life sciences organisations better understand genetics and diseases. These use cases depend on large high-performance computing clusters.
A more robust understanding of protein folding is now possible thanks to complex simulation workloads and advanced AI solutions such as AlphaFold.
Manufacturing and industry
Simulations improve assembly and components
HPC is being used to optimise materials used in manufacturing. It allows companies to create more durable components while using the lowest amount of materials, driving efficiency.
Simulations can also be used to optimise assembly lines and get a better understanding of processes.
Media and entertainment
Rendering, audio and video processing
HPC can also be highly entertaining. Movie and TV studios use HPC workloads for anything from the rendering of visual effects (VFX) to full-blown animated movies. This, along with video processing, requires large-scale rendering clusters.
Gaming companies deploy large clusters for the processing and delivery of audio, driven by player-to-player communication.
Research and universities
Simulations and discovery
Science and research depend on large-scale high performance clusters for new discoveries. Anything from the discovery of new materials or properties of new compounds is made possible through physics simulations.
Within our planet and across the universe, HPC makes the analysis of instrument data possible — from particle accelerators to space telescopes.
Simulations and prediction
Our understanding of climate change and weather disruptions is more sophisticated thanks to HPC. Simulations deliver weather predictions through computations on large-scale high-performance clusters.